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muhtasham/
small-mlm-conll2003-from-scratch-target-conll2003

Name: small-mlm-conll2003-from-scratch-target-conll2003
Availability: InStock

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small-mlm-conll2003-from-scratch-target-conll2003

This model is a fine-tuned version of muhtasham/small-mlm-conll2003-from-scratch on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.5707	1.14	500	0.3994	0.3895	0.4650	0.4239	0.8806
0.3406	2.28	1000	0.3272	0.4662	0.5498	0.5046	0.9016
0.257	3.42	1500	0.3064	0.4490	0.6331	0.5254	0.9043
0.2033	4.56	2000	0.2905	0.5185	0.6311	0.5693	0.9154
0.1636	5.69	2500	0.2773	0.5457	0.6585	0.5969	0.9213
0.1333	6.83	3000	0.2734	0.5615	0.6880	0.6183	0.9247
0.1072	7.97	3500	0.2737	0.5653	0.6863	0.6199	0.9263
0.0848	9.11	4000	0.2800	0.5913	0.7095	0.6450	0.9290
0.0687	10.25	4500	0.2878	0.6002	0.7164	0.6532	0.9302
0.0568	11.39	5000	0.3026	0.6374	0.7129	0.6730	0.9340